Input path: /home/debian/html/nutritwin/output_llm/663a4a47c5956/input.json Output path: /home/debian/html/nutritwin/output_llm/663a4a47c5956/output.json Input text: How does exercise affect my daily calorie needs? DB path: __deriveddata__/DerivedObjects/Data/KcalMeDB_fr.sl3 Picto path: __deriveddata__/DerivedObjects/Data/PictoMatcherNetNG_fr.json Sport grounding path: __deriveddata__/DerivedObjects/Data/DerivedSportMET.json ================================================================================================================================== Prompt from user: How does exercise affect my daily calorie needs? ================================================================================================================================== ==================================== Prompt ============================================= Identify in this list of intents: ["Identify food consumption or declaration", "Identify the user physical activity", "Answer a nutrition question", "Other intent"], the intents of the prompt: ###How does exercise affect my daily calorie needs?###. Format the result in JSON format: {intents: []}. ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json { "intents": ["Identify the user physical activity", "Answer a nutrition question"] } ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json { "intents": ["Identify the user physical activity", "Answer a nutrition question"] } ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ { "intents": ["Identify the user physical activity", "Answer a nutrition question"]} ---------------------------------------------------------------------- ==================================== Prompt ============================================= Convert this natural language query : """How does exercise affect my daily calorie needs?""" into an array in JSON of sport or physical activities. Provide a solution without explanation. Use only the ontology described in this RDF model: """ @prefix activity: . @prefix rdfs: . @prefix xsd: . @prefix owl: . @prefix prov: . activity: a owl:Ontology ; rdfs:comment "Definition of the sport and physical activity archetype"@en . activity:name a owl:DatatypeProperty; rdfs:label "name"@en; rdfs:comment "Sport or physical activity identifier, the name should not contain information related to duration. Ignore the negative action. Keep the same language"@en; rdfs:range xsd:string. # Define the enumeration class activity:EnumActivity a rdfs:Class . activity:BasketBall a activity:EnumActivity ; rdfs:label "Basket-ball is the exact name" . activity:Cyclisme a activity:EnumActivity ; rdfs:label "Cyclisme is the exact name" . activity:Boxe a activity:EnumActivity ; rdfs:label "Boxe is the exact name" . activity:Danse a activity:EnumActivity ; rdfs:label "Danse is the exact name" . activity:Zumba a activity:EnumActivity ; rdfs:label "Zumba is the exact name" . activity:PlongeeSousMarine a activity:EnumActivity ; rdfs:label "Plongée sous-marine is the exact name" . activity:Escrime a activity:EnumActivity ; rdfs:label "Escrime is the exact name" . activity:Football a activity:EnumActivity ; rdfs:label "Football is the exact name" . activity:Jardinage a activity:EnumActivity ; rdfs:label "Jardinage is the exact name" . activity:Golf a activity:EnumActivity ; rdfs:label "Golf is the exact name" . activity:Gymnastique a activity:EnumActivity ; rdfs:label "Gymnastique is the exact name" . activity:Judo a activity:EnumActivity ; rdfs:label "Judo is the exact name" . activity:Karate a activity:EnumActivity ; rdfs:label "Karaté is the exact name" . activity:CordeASauter a activity:EnumActivity ; rdfs:label "Corde à sauter is the exact name" . activity:RameurDAppartement a activity:EnumActivity ; rdfs:label "Rameur d'appartement is the exact name" . activity:CourseAPied a activity:EnumActivity ; rdfs:label "Course à pied is the exact name" . activity:FaireLAmour a activity:EnumActivity ; rdfs:label "Faire l'amour is the exact name" . activity:SkiDeDescente a activity:EnumActivity ; rdfs:label "Ski de descente is the exact name" . activity:Natation a activity:EnumActivity ; rdfs:label "Natation is the exact name" . activity:Tennis a activity:EnumActivity ; rdfs:label "Tennis is the exact name" . activity:TapisDeCourse a activity:EnumActivity ; rdfs:label "Tapis de course is the exact name" . activity:SkiDeFond a activity:EnumActivity ; rdfs:label "Ski de fond is the exact name" . activity:VeloDAppartement a activity:EnumActivity ; rdfs:label "Vélo d'appartement is the exact name" . activity:Aquabiking a activity:EnumActivity ; rdfs:label "Aquabiking is the exact name" . activity:VeloElliptique a activity:EnumActivity ; rdfs:label "Vélo elliptique is the exact name" . activity:Equitation a activity:EnumActivity ; rdfs:label "Equitation is the exact name" . activity:Escalade a activity:EnumActivity ; rdfs:label "Escalade is the exact name" . activity:PatinsEnLigne a activity:EnumActivity ; rdfs:label "Patins en ligne is the exact name" . activity:TennisDeTable a activity:EnumActivity ; rdfs:label "Tennis de table is the exact name" . activity:Marche a activity:EnumActivity ; rdfs:label "Marche is the exact name" . activity:MarcheAvecUnChien a activity:EnumActivity ; rdfs:label "Marche avec un chien is the exact name" . activity:TachesMenageres a activity:EnumActivity ; rdfs:label "Tâches ménagères is the exact name" . activity:MarcheNordique a activity:EnumActivity ; rdfs:label "Marche nordique is the exact name" . activity:duration a owl:DatatypeProperty ; rdfs:label "duration"@en; rdfs:comment "The duration must be a number and must be in minute. If the duration is unknown, set duration to 0. A full day of activity is equivalent to a duration of 8 hours. A half day of activity is equivalent to a duration of 4 hours."@en; rdfs:range xsd:integer. activity:event a owl:DatatypeProperty ; rdfs:label "event"@en; rdfs:comment "Event of eating or drinking. Each must have an event"@en; rdfs:range xsd:string. activity:intent a activity:event ; rdfs:label "intent" ; rdfs:comment "When the event should happen"@en. activity:declaration a activity:event ; rdfs:label "declaration" ; rdfs:comment "When the event has already occured"@en. activity:unknownEvent a activity:event ; rdfs:label "unknown" ; rdfs:comment "When the event is unknown in the day, it is the default value"@en. activity:EnumIntensity a rdfs:Class . activity:lowLevel a activity:EnumIntensity ; rdfs:label "low" ; rdfs:comment "When the acitivity intent is low"@en. activity:moderateLevel a activity:EnumIntensity ; rdfs:label "moderate" ; rdfs:comment "When the acitivity intent is moderate"@en. activity:highLevel a activity:EnumIntensity ; rdfs:label "high" ; rdfs:comment "When the acitivity intent is high"@en. activity:intenseLevel a activity:EnumIntensity ; rdfs:label "intense" ; rdfs:comment "When the acitivity intent is intense"@en. activity:veryIntenseLevel a activity:EnumIntensity ; rdfs:label "very intense" ; rdfs:comment "When the acitivity intent is very intense"@en. activity:unknownLevel a activity:EnumIntensity ; rdfs:label "unknown" ; rdfs:comment "When the acitivity intent is unknown"@en. activity:intensity a owl:DatatypeProperty ; rdfs:label "intensity"@en; rdfs:comment "Sport or activity intensity"@en; rdfs:range activity:EnumIntensity . """ ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json [] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [], 'cost': 0.0} -------------------------------------------------------------------------------- ==================================== Prompt ============================================= Convert this natural language query : """How does exercise affect my daily calorie needs?""" into an array in JSON of consumed foods and beverages. Provide a solution without explanation. Use only the ontology described in this RDF model: """ @prefix food: . @prefix rdfs: . @prefix xsd: . @prefix owl: . @prefix prov: . food: a owl:Ontology ; rdfs:comment "Definition of the food archetype"@en . food:name a owl:DatatypeProperty; rdfs:label "name"@en; rdfs:comment "Food or drink identifier, the name should not contain information related to quantity or container (like glass...). The cooking mode is not in the name. Keep the same language"@en; rdfs:range xsd:string. food:quantity a owl:DatatypeProperty ; rdfs:label "quantity"@en; rdfs:comment "The quantity of food or drink that is or was consumed. Quantity examples in french: 'un quignon', 'un cornet', 'un verre', 'une tranche', 'une boule', 'un', 'deux', 'trois',... Keep the same language."@en; rdfs:range xsd:string. food:cookingMethod a owl:DatatypeProperty ; rdfs:label "cooking method"@en; rdfs:comment "The cooking method of food. Keep the same language"@en; rdfs:range xsd:string. food:type a owl:DatatypeProperty ; rdfs:label "type of food"@en; rdfs:comment "Identify the type of food."@en; rdfs:range xsd:string. food:food a food:type ; rdfs:label "food" . food:beverage a food:type ; rdfs:label "beverage" . food:timeOfTheDay a owl:DatatypeProperty ; rdfs:label "time of the day"@en; rdfs:comment "Time of the day when food or drink was consumed."@en; rdfs:range xsd:string. food:breakfast a food:timeOfTheDay ; rdfs:label "breakfast" . food:lunch a food:timeOfTheDay ; rdfs:label "lunch" . food:snacking a food:timeOfTheDay ; rdfs:label "snacking" . food:dinner a food:timeOfTheDay ; rdfs:label "dinner" . food:brand a owl:DatatypeProperty ; rdfs:label "Brand"@en; rdfs:comment "Food or beverage brand. The restaurants are not brand. When the 'brand' is not specified and, the food or beverage is very well-known (like 'Coca-Cola'), provide the brand name in 'brand', otherwise set 'brand' to ''."@en; rdfs:range xsd:string. food:company a owl:DatatypeProperty ; rdfs:label "Company"@en; rdfs:comment "Product company."@en; rdfs:range xsd:string. food:event a owl:DatatypeProperty ; rdfs:label "event"@en; rdfs:comment "Event of eating or drinking. Each must have an event"@en; rdfs:range xsd:string. food:intent a food:event ; rdfs:label "intent" . rdfs:comment "When the event should happen"@en. food:declaration a food:event ; rdfs:label "declaration" . rdfs:comment "When the event has already occured"@en. food:unknownEvent a food:event ; rdfs:label "unknown" ; rdfs:comment "When the event is unknown in the day"@en. """ ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json [] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [], 'cost': 0.0} -------------------------------------------------------------------------------- ==================================== Prompt ============================================= Here is all known information: Answer in less than 50 words to this question with a short explanation if needed: "How does exercise affect my daily calorie needs?" " + "Mention the data source in the response if it exists. The answer must be in the same language than the question ========================================================================================= ------------------------------ LLM Raw response ----------------------------- Exercise increases your daily calorie needs by burning calories during the activity and boosting metabolism. The exact increase depends on the intensity and duration of the exercise. Data source: General fitness and nutrition guidelines. ----------------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': 'Exercise increases your daily calorie needs by burning calories during the activity and boosting metabolism. The exact increase depends on the intensity and duration of the exercise. Data source: General fitness and nutrition guidelines.', 'cost': 0.0} -------------------------------------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': 'How does exercise affect my daily calorie needs?', 'intents': ['Identify the user physical activity', 'Answer a nutrition question'], 'model': 'gpt-4-0125-preview', 'solutions': {'nutrition': [], 'activity': [], 'response': {'type': 'text', 'data': 'Exercise increases your daily calorie needs by burning calories during the activity and boosting metabolism. The exact increase depends on the intensity and duration of the exercise. Data source: General fitness and nutrition guidelines.'}}, 'cputime': 6.18204927444458} ---------------------------------------------------------------------------------- LLM CPU Time: 6.18204927444458